Choosing an AI visibility platform is a decision about what happens after you see a number. Some products report where your business appears in AI answers. Others also help you act on the gaps. The dimensions below are the ones that separate them: which engines are sampled, how often, how much one answer can be trusted, and what you can do next. Ghostart's position on each is stated plainly.
| Question to put to any platform | Ghostart |
|---|---|
| Which AI answer engines are sampled? | Up to six: ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude and Google AI Mode |
| How often are questions re-checked? | Monthly on Starter; weekly for core questions on Basic and Growth |
| How is a lucky answer filtered out? | Three phrasings per question on every paid plan, rotated weekly |
| What happens when you get cited? | We propose 3–5 adjacent questions to track; you approve each one |
| Where can you publish? | LinkedIn, WordPress, Ghost and your own site blog |
Which engines it samples
Ghostart samples six AI answer engines: ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude and Google AI Mode. Starter samples four of them, and Claude and Google AI Mode join at Basic.
Coverage across engines matters because they rarely agree. Kevin Indig's analysis "The Consensus Gap" (Growth Memo, 11 May 2026) found that only 2.37% of cited URLs appear across all three engines for the same prompt. A business can be present in one engine's answer and absent from another's for the same question.
How often it re-checks
Starter re-checks monthly. Basic and Growth re-check core questions weekly, with the wider question set, the site crawl and the digest running monthly.
The monitor takes the least-recently-sampled questions first. Over a month, the whole set gets covered instead of the same few questions being asked every time.
How it handles answers that change
A single snapshot of an AI answer is a weak basis for a decision. A University of St. Gallen study (Schulte, Bleeker and Kaufmann, arXiv:2604.07585) found that only 34–42% of cited sources overlap between consecutive days. That's the reason we sample repeatedly.
Every paid plan asks each tracked question in three different phrasings, rotated weekly, so a result isn't the luck of one wording. We've also run the monitor on our own tracked questions since 6 July 2026. That's internal testing, and it stands at 1,830 samples across seven engine lanes so far.
What it does when you're cited
When you get cited for a question, Ghostart proposes 3–5 adjacent questions to track next. Nothing is added until a person approves it. The map of questions grows as you win, and you stay in charge of what it covers.
From measurement to published content
Where you're cited depends on the kind of question being asked. A University of Toronto study of 300 consumer-electronics queries (Chen, Wang, Chen and Koudas, arXiv:2601.16858, January 2026) looked at GPT-4o, Claude 4.5 Sonnet, Perplexity Sonar Pro and Gemini 2.5 Flash. For "who should I use" queries, 59–86% of cited sources were third-party. For transactional queries, 52–68% were brand-owned.
So a business needs both: a presence on other people's pages and clear pages of its own. Ghostart publishes to LinkedIn, WordPress, Ghost and your own site blog, so what you write for the questions you're missing from can go live from the same place you track them.
Where Ghostart is the better choice
Ghostart is the better choice if you want one system that finds the questions, tracks them, and publishes the content that answers them. It's built for small businesses and the teams inside them: a marketing lead plus the subject-matter experts whose knowledge is the substance of the content.
Here is what that buys you:
- Tracking that holds up. Three rotating phrasings per question and a least-recently-sampled rotation mean the picture builds across the month. You aren't relying on one answer on one day.
- A question map you control. Suggestions arrive only when you've won a citation, and nothing joins your tracked set without your approval.
- Publishing in the places you already write. LinkedIn, WordPress, Ghost and your own site blog are covered.
- A cadence you can plan around. Weekly checks on core questions at Basic and Growth, with the wider set, site crawl and digest monthly.
- Practice behind it. In some ways we've been building towards this for a long time: digital marketing, SEO, content and employee advocacy.
More at ghostart.io.